FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3092435551> ?p ?o ?g. }

• W3092435551 abstract "It has been shown that word embeddings can exhibit gender bias, and various methods have been proposed to quantify this. However, the extent to which the methods are capturing social stereotypes inherited from the data has been debated. Bias is a complex concept and there exist multiple ways to define it. Previous work has leveraged gender word pairs to measure bias and extract biased analogies. We show that the reliance on these gendered pairs has strong limitations: bias measures based off of them are not robust and cannot identify common types of real-world bias, whilst analogies utilising them are unsuitable indicators of bias. In particular, the well-known analogy man is to computer-programmer as woman is to homemaker is due to word similarity rather than societal bias. This has important implications for work on measuring bias in embeddings and related work debiasing embeddings." @default.
• W3092435551 created "2020-10-15" @default.
• W3092435551 creator A5012465973 @default.
• W3092435551 creator A5024670250 @default.
• W3092435551 creator A5046626172 @default.
• W3092435551 date "2020-10-06" @default.
• W3092435551 modified "2023-09-27" @default.
• W3092435551 title "Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs" @default.
• W3092435551 cites W126823421 @default.
• W3092435551 cites W1614298861 @default.
• W3092435551 cites W1975879668 @default.
• W3092435551 cites W2053154970 @default.
• W3092435551 cites W2099068279 @default.
• W3092435551 cites W2105971942 @default.
• W3092435551 cites W2141599568 @default.
• W3092435551 cites W2153579005 @default.
• W3092435551 cites W2164777277 @default.
• W3092435551 cites W2250189634 @default.
• W3092435551 cites W2250539671 @default.
• W3092435551 cites W2327008973 @default.
• W3092435551 cites W2460442863 @default.
• W3092435551 cites W2560319724 @default.
• W3092435551 cites W2572487292 @default.
• W3092435551 cites W2889624842 @default.
• W3092435551 cites W2893425640 @default.
• W3092435551 cites W2913897682 @default.
• W3092435551 cites W2929071855 @default.
• W3092435551 cites W2949969209 @default.
• W3092435551 cites W2950018712 @default.
• W3092435551 cites W2952349219 @default.
• W3092435551 cites W2954275542 @default.
• W3092435551 cites W2962739339 @default.
• W3092435551 cites W2963176474 @default.
• W3092435551 cites W2963341956 @default.
• W3092435551 cites W2963462013 @default.
• W3092435551 cites W2969896603 @default.
• W3092435551 cites W2974745786 @default.
• W3092435551 cites W3013547323 @default.
• W3092435551 cites W3037697022 @default.
• W3092435551 hasPublicationYear "2020" @default.
• W3092435551 type Work @default.
• W3092435551 sameAs 3092435551 @default.
• W3092435551 citedByCount "4" @default.
• W3092435551 countsByYear W30924355512021 @default.
• W3092435551 crossrefType "posted-content" @default.
• W3092435551 hasAuthorship W3092435551A5012465973 @default.
• W3092435551 hasAuthorship W3092435551A5024670250 @default.
• W3092435551 hasAuthorship W3092435551A5046626172 @default.
• W3092435551 hasConcept C104317684 @default.
• W3092435551 hasConcept C121332964 @default.
• W3092435551 hasConcept C138885662 @default.
• W3092435551 hasConcept C154945302 @default.
• W3092435551 hasConcept C15744967 @default.
• W3092435551 hasConcept C163258240 @default.
• W3092435551 hasConcept C185592680 @default.
• W3092435551 hasConcept C204321447 @default.
• W3092435551 hasConcept C2524010 @default.
• W3092435551 hasConcept C2779458634 @default.
• W3092435551 hasConcept C2983427547 @default.
• W3092435551 hasConcept C33923547 @default.
• W3092435551 hasConcept C41008148 @default.
• W3092435551 hasConcept C41895202 @default.
• W3092435551 hasConcept C43214815 @default.
• W3092435551 hasConcept C521332185 @default.
• W3092435551 hasConcept C55493867 @default.
• W3092435551 hasConcept C62520636 @default.
• W3092435551 hasConcept C63479239 @default.
• W3092435551 hasConcept C77805123 @default.
• W3092435551 hasConcept C90805587 @default.
• W3092435551 hasConceptScore W3092435551C104317684 @default.
• W3092435551 hasConceptScore W3092435551C121332964 @default.
• W3092435551 hasConceptScore W3092435551C138885662 @default.
• W3092435551 hasConceptScore W3092435551C154945302 @default.
• W3092435551 hasConceptScore W3092435551C15744967 @default.
• W3092435551 hasConceptScore W3092435551C163258240 @default.
• W3092435551 hasConceptScore W3092435551C185592680 @default.
• W3092435551 hasConceptScore W3092435551C204321447 @default.
• W3092435551 hasConceptScore W3092435551C2524010 @default.
• W3092435551 hasConceptScore W3092435551C2779458634 @default.
• W3092435551 hasConceptScore W3092435551C2983427547 @default.
• W3092435551 hasConceptScore W3092435551C33923547 @default.
• W3092435551 hasConceptScore W3092435551C41008148 @default.
• W3092435551 hasConceptScore W3092435551C41895202 @default.
• W3092435551 hasConceptScore W3092435551C43214815 @default.
• W3092435551 hasConceptScore W3092435551C521332185 @default.
• W3092435551 hasConceptScore W3092435551C55493867 @default.
• W3092435551 hasConceptScore W3092435551C62520636 @default.
• W3092435551 hasConceptScore W3092435551C63479239 @default.
• W3092435551 hasConceptScore W3092435551C77805123 @default.
• W3092435551 hasConceptScore W3092435551C90805587 @default.
• W3092435551 hasLocation W30924355511 @default.
• W3092435551 hasOpenAccess W3092435551 @default.
• W3092435551 hasPrimaryLocation W30924355511 @default.
• W3092435551 hasRelatedWork W1726266576 @default.
• W3092435551 hasRelatedWork W1980606660 @default.
• W3092435551 hasRelatedWork W2006738380 @default.
• W3092435551 hasRelatedWork W2563951012 @default.
• W3092435551 hasRelatedWork W2946952014 @default.
• W3092435551 hasRelatedWork W2947851137 @default.
• W3092435551 hasRelatedWork W2954519354 @default.

• next